feat(infrastructure): enable optional AML diagnostic logs#400
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- add AML workspace diagnostic setting behind a default-off Terraform flag - update Terraform tests, example tfvars, and docs references 🔒 - Generated by Copilot Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## main #400 +/- ##
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Coverage 50.48% 50.48%
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Files 267 267
Lines 18188 18188
Branches 1855 1855
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Hits 9182 9182
Misses 8716 8716
Partials 290 290
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katriendg
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Apr 7, 2026
- add explicit disabled diagnostic metric block for AML workspace settings - align with PR review feedback while preserving passing terraform tests �� - Generated by Copilot Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
WilliamBerryiii
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Apr 8, 2026
🤖 I have created a release *beep* *boop* --- ## [0.6.0](v0.5.0...v0.6.0) (2026-04-08) ### ✨ Features * **build:** add terraform-docs generation pipeline ([#378](#378)) ([78e90d0](78e90d0)) * **infrastructure:** enable optional AML diagnostic logs ([#400](#400)) ([58dd8db](58dd8db)) * **scripts:** consolidate scripts library paths and enhance dataviewer ([#383](#383)) ([176d9c9](176d9c9)) ### 🐛 Bug Fixes * **build:** remediate CVEs, enforce equality pinning, repair Dependabot config ([#391](#391)) ([0c29148](0c29148)) * **infrastructure:** add Storage File Data Privileged Contributor role for ML identity ([#380](#380)) ([378f7ed](378f7ed)) * **infrastructure:** replace hardcoded NAT Gateway availability zones with variable ([#356](#356)) ([a1397bd](a1397bd)) * **infrastructure:** resolve TFLint violations and enable hard-fail ([#376](#376)) ([dfb55cd](dfb55cd)) * **scripts:** add dot-source guard to Invoke-MsDateFreshnessCheck.ps1 ([#397](#397)) ([f6f22c3](f6f22c3)) * **training:** validate AzureML and OSMO RL submissions end to end ([#372](#372)) ([49904d3](49904d3)) ### 📚 Documentation * **infrastructure:** add terraform-docs tooling and improve developer experience ([#365](#365)) ([a0fb03a](a0fb03a)) * **reference:** centralize workflow template docs and convert workflow READMEs to pointer index ([#379](#379)) ([68097e4](68097e4)) ### 🔧 Miscellaneous * **deps-dev:** bump the npm_and_yarn group across 1 directory with 2 updates ([#374](#374)) ([d848c8b](d848c8b)) * **deps-dev:** bump vite from 6.4.1 to 6.4.2 in /data-management/viewer/frontend in the npm_and_yarn group across 1 directory ([#395](#395)) ([6ec7f19](6ec7f19)) * **deps:** bump the github-actions group across 1 directory with 7 updates ([#370](#370)) ([4d1b951](4d1b951)) * **deps:** bump the uv group across 2 directories with 1 update ([#373](#373)) ([ba66ed9](ba66ed9)) ### 🔒 Security * **deps-dev:** bump brace-expansion from 1.1.12 to 1.1.13 in /docs/docusaurus in the npm_and_yarn group across 1 directory ([#389](#389)) ([27129d9](27129d9)) * **deps-dev:** bump the npm_and_yarn group across 2 directories with 2 updates ([#363](#363)) ([aeae624](aeae624)) * **deps-dev:** bump the python-dependencies group with 5 updates ([#403](#403)) ([bb85560](bb85560)) * **deps:** bump cryptography from 46.0.5 to 46.0.6 in /training/rl ([#367](#367)) ([a82dd68](a82dd68)) * **deps:** bump the inference-dependencies group in /evaluation with 2 updates ([#401](#401)) ([c88d253](c88d253)) * **deps:** bump the pip group across 4 directories with 2 updates ([#411](#411)) ([1230fe0](1230fe0)) * **deps:** bump the training-dependencies group across 1 directory with 67 updates ([#375](#375)) ([8e05172](8e05172)) * **deps:** bump the uv group across 2 directories with 1 update ([#382](#382)) ([b6c7aea](b6c7aea)) * **deps:** update marshmallow requirement from <4.3.0,>=3.5 to >=3.5,<4.4.0 in /evaluation in the inference-dependencies group ([#393](#393)) ([599c7eb](599c7eb)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: physical-ai-toolchain-release[bot] <267194360+physical-ai-toolchain-release[bot]@users.noreply.github.com> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
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Description
Closes #399
Enable an opt-in AML workspace diagnostic setting that forwards all AML resource logs to the platform Log Analytics workspace. Thread
should_enable_aml_diagnostic_logsfrom the root module intomodule.platform, createazurerm_monitor_diagnostic_setting.ml_workspace_logsinmodules/platform/azureml.tf, and document the new flag in the Terraform reference files and example tfvars.Add Terraform tests that verify the diagnostic setting is absent by default, present when enabled, and configured with the standard name plus
category_group = "allLogs".Type of Change
Component(s) Affected
infrastructure/terraform/prerequisites/- Azure subscription setupinfrastructure/terraform/- Terraform infrastructureinfrastructure/setup/- OSMO control plane / Helmworkflows/- Training and evaluation workflowstraining/- Training pipelines and scriptsdocs/- DocumentationTesting Performed
planreviewed (no unexpected changes)applytested in dev environmentsmoke_test_azure.py)Documentation Impact
Bug Fix Checklist
Complete this section for bug fix PRs. Skip for other contribution types.
Checklist